AWS SDK GetSpotPlacementScores是在AWS EC2中获取Spot实例部署得分的API。但是使用该API时会存在rate limiting的问题,即出现请求次数受限的情况。
解决该问题的方法是在请求GetSpotPlacementScores之前获取一个AWS Security Token Service (STS)的token,然后将token添加到SDK配置的默认凭证提供程序中。这样就可以使用该API而不会受到rate limiting的限制了。下面是一个Python SDK的示例代码:
import boto3
from botocore.credentials import RefreshableCredentials
from botocore.session import Session
session = Session()
sts_client = boto3.client('sts')
def get_session_token():
token = sts_client.get_session_token()
return (token['Credentials']['AccessKeyId'],
token['Credentials']['SecretAccessKey'],
token['Credentials']['SessionToken'],
token['Credentials']['Expiration'])
def refresh_credentials():
access_key, secret_key, token, expiration = get_session_token()
return RefreshableCredentials.create_from_metadata(
metadata={
'access_key': access_key,
'secret_key': secret_key,
'token': token,
'expiry_time': expiration
},
refresh_using=get_session_token,
method='sts-assume-role'
)
# 将凭证提供程序添加到SDK配置中
session_credentials = refresh_credentials()
boto3.setup_default_session(credentials=session_credentials)
# 使用GetSpotPlacementScores API进行调用,并处理返回结果
ec2_client = boto3.client('ec2')
response = ec2_client.get_spot_placement_scores(
DryRun=False,
SpotInstanceRequests=[
{
'SpotInstanceType': 'one-time',
'LaunchedAvailabilityZone': 'us-west-2',
'SpotPrice': '0.03',
'InstanceCount': 1,
'ProductDescription': 'Linux/UNIX (Amazon VPC)'
},
]
)
print(response)